1. Last sentence of the “Bacground” 2. The first sentence and last sentence of “Conclusion”. The main manuscript: 3. First paragraph on Page 4 4. The last sentence of the manuscript includes “this work shows that SEM can be used as an appropriate method to disentangle the complexity of the relation between obesity and depression.” Thank you

We propose a machine learning based method of sentiment classification of sentences using word-level polarity. The polarities of words in a sentence are not always the same as that of the sentence, because there can be polarity-shifters such as negation expressions. The proposed method models the polarity-shifters. Our model can be trained in two different ways: word-wise and sentence-wise lear...

This paper presents an unsupervised method in application of extracting parallel sentence pairs from a comparable corpus. A translation system is used to mine the comparable corpus and to withdraw the parallel sentence pairs. An iteration process is implemented not only to increase the number of extracted parallel sentence pairs but also to improve the quality of translation system. A compariso...

We propose a method for improving the dependency parsing of complex sentences. This method assumes segmentation of input sentences into clauses and does not require to re-train a parser of one’s choice. We represent a sentence clause structure using clause charts that provide a layer of embedding for each clause in the sentence. Then we formulate a parsing strategy as a two-stage process where ...

We introduce a method for learning to align sentences in monolingual parallel articles for text simplification. In our approach, word keyness is integrated to prefer aligning essential words in sentences. The method involves estimating word keyness based on TF*IDF and semantic PageRank, and word nodes’ parts-of-speech and degrees of reference. At run-time, the keyword analyses are used as word ...

We describe a method for automatically rating the machine translatability of a sentence for various machine translation (MT) systems. The method requires that the MT system can bidirectionally translate sentences in both source and target languages. However, it does not require reference translations, as is usual for automatic MT evaluation. By applying this method to every component of a sente...

Unlike multimedia streaming applications that require a smooth playback at the client, application of network speech recognition (NSR) that recognizes speech signal in a sentence-by-sentence manner might tolerate an acceptable delay. The acceptable delay is a user-defined time in which the entire sentence data should be received by the server. We proposed a calculation method to investigate the...